Large Language Models

IIITT at CASE 2021 Task 1: Leveraging Pretrained Language Models for Multilingual Protest Detection ACL 2021 Implicit Representations of Meaning in Neural Language Models ACL 2021 Improving Biomedical Pretrained Language Models with Knowledge NAACL 2021 Improving Math Word Problems with Pre-trained Knowledge and Hierarchical Reasoning EMNLP 2021 Improving Punctuation Restoration for Speech Transcripts via External Data EMNLP 2021 Improving Sequence-to-Sequence Pre-training via Sequence Span Rewriting EMNLP 2021 indicnlp@kgp at DravidianLangTech-EACL2021: Offensive Language Identification in Dravidian Languages EACL 2021 IndoBERTweet: A Pretrained Language Model for Indonesian Twitter with Effective Domain-Specific Vocabulary Initialization EMNLP 2021 IndT5: A Text-to-Text Transformer for 10 Indigenous Languages NAACL 2021 Influence Patterns for Explaining Information Flow in BERT NeurIPS 2021 Injecting Descriptive Meta-Information into Pre-Trained Language Models with Hypernetworks Interspeech 2021 Intent Detection and Slot Filling for Vietnamese Interspeech 2021 InterpreT: An Interactive Visualization Tool for Interpreting Transformers EACL 2021 IrEne: Interpretable Energy Prediction for Transformers ACL 2021 IrEne-viz: Visualizing Energy Consumption of Transformer Models EMNLP 2021 Is Domain Adaptation Worth Your Investment? Comparing BERT and FinBERT on Financial Tasks EMNLP 2021 Is Incoherence Surprising? Targeted Evaluation of Coherence Prediction from Language Models NAACL 2021 IsoBN: Fine-Tuning BERT with Isotropic Batch Normalization AAAI 2021 Is Sparse Attention more Interpretable? ACL 2021 ITNLP at SemEval-2021 Task 11: Boosting BERT with Sampling and Adversarial Training for Knowledge Extraction SemEval 2021 It’s Not Just Size That Matters: Small Language Models Are Also Few-Shot Learners NAACL 2021 Japanese Zero Anaphora Resolution Can Benefit from Parallel Texts Through Neural Transfer Learning EMNLP 2021 jurBERT: A Romanian BERT Model for Legal Judgement Prediction EMNLP 2021 JuriBERT: A Masked-Language Model Adaptation for French Legal Text EMNLP 2021 Just Ask! Evaluating Machine Translation by Asking and Answering Questions EMNLP 2021